Spatio-temporal Imputation on Trentino CALL-OUT
0.1665MAEU-STS-LLM
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| U-STS-LLMSetting=Zero-shot2026.05 | 0.1665 | 0.4838 | |
| ConvLSTMSetting=Zero-shot2026.05 | 0.2786 | 0.7903 | |
| STGCNSetting=Zero-shot2026.05 | 0.3707 | 0.7819 | |
| DLinearSetting=Zero-shot2026.05 | 0.3895 | 0.8638 | |
| SAITSSetting=Zero-shot2026.05 | 0.4224 | 0.9746 | |
| BRITSSetting=Zero-shot2026.05 | 0.4334 | 1.009 | |
| GPT4STSetting=Zero-shot2026.05 | 0.5007 | 0.9077 | |
| ST-LLM+Setting=Zero-shot2026.05 | 0.6788 | 0.9677 | |
| LSTMSetting=Zero-shot2026.05 | 0.8189 | 1.6895 | |
| GATGPTSetting=Zero-shot2026.05 | 0.8432 | 1.7145 | |
| ST-LLMSetting=Zero-shot2026.05 | 1.0162 | 1.7738 | |
| TimesnetSetting=Zero-shot2026.05 | 1.1324 | 1.9262 | |
| GCNGPTSetting=Zero-shot2026.05 | 1.1674 | 2.1177 |